Comprehensive ML pipeline analyzing 5,600+ exoplanets from the PHL Exoplanet Catalog to predict habitability. Implemented multiple classification algorithms with model explainability using LIME to interpret planetary characteristics influencing habitability predictions.
100+ feature engineering from astronomical measurements including ESI (Earth Similarity Index).
Model explainability framework using LIME for interpretable habitability predictions.